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Opacity: Opacity can be a crucial ethical problem in AI know-how, as AI programs normally function as black bins, rendering it tough for end users and stakeholders to understand how selections are created or why specific results are developed. Insufficient transparency commonly contributes to other worries which include bias, fairness, and many oth